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train · 32.6k rows

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age int64 17 90	workclass class label 9 classes	fnlwgt int64 12.3k 1.48M	education class label 16 classes	education-num int64 1 16	marital-status class label 7 classes	occupation class label 15 classes	relationship class label 6 classes	race class label 5 classes	sex class label 2 classes	capital-gain int64 0 100k	capital-loss int64 0 4.36k	hours-per-week int64 1 99	native-country class label 42 classes	income class label 2 classes
26	4Private	397,317	12Masters	14	4Never-married	10Prof-specialty	1Not-in-family	4White	0Female	0	1,876	40	39United-States	0<=50K
19	0?	170,653	11HS-grad	9	4Never-married	0?	3Own-child	4White	1Male	0	0	40	22Italy	0<=50K
51	4Private	259,323	9Bachelors	13	2Married-civ-spouse	4Exec-managerial	0Husband	4White	1Male	0	0	50	39United-States	1>50K
42	2Local-gov	254,817	15Some-college	10	4Never-married	10Prof-specialty	1Not-in-family	4White	0Female	0	1,340	40	39United-States	0<=50K
37	7State-gov	48,211	11HS-grad	9	0Divorced	1Adm-clerical	4Unmarried	4White	0Female	0	0	35	39United-States	0<=50K
18	4Private	140,164	111th	7	4Never-married	12Sales	3Own-child	4White	0Female	0	0	40	39United-States	0<=50K
36	4Private	128,757	9Bachelors	13	2Married-civ-spouse	8Other-service	0Husband	2Black	1Male	7,298	0	36	39United-States	1>50K
35	4Private	36,270	11HS-grad	9	0Divorced	3Craft-repair	1Not-in-family	4White	1Male	0	0	60	39United-States	0<=50K
58	5Self-emp-inc	210,563	11HS-grad	9	2Married-civ-spouse	12Sales	5Wife	4White	0Female	15,024	0	35	39United-States	1>50K
17	4Private	65,368	111th	7	4Never-married	12Sales	3Own-child	4White	0Female	0	0	12	39United-States	0<=50K
44	2Local-gov	160,943	11HS-grad	9	2Married-civ-spouse	14Transport-moving	0Husband	2Black	1Male	0	0	40	39United-States	0<=50K
37	4Private	208,358	11HS-grad	9	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	0	0	40	39United-States	1>50K
35	4Private	153,790	15Some-college	10	4Never-married	12Sales	1Not-in-family	0Amer-Indian-Eskimo	0Female	0	0	40	39United-States	0<=50K
60	4Private	85,815	11HS-grad	9	2Married-civ-spouse	3Craft-repair	0Husband	1Asian-Pac-Islander	1Male	0	0	40	39United-States	0<=50K
54	5Self-emp-inc	125,417	57th-8th	4	2Married-civ-spouse	7Machine-op-inspct	0Husband	4White	1Male	0	0	40	39United-States	1>50K
37	4Private	635,913	9Bachelors	13	4Never-married	4Exec-managerial	1Not-in-family	2Black	1Male	0	0	60	39United-States	1>50K
50	4Private	313,321	7Assoc-acdm	12	0Divorced	12Sales	1Not-in-family	4White	0Female	0	0	40	39United-States	0<=50K
38	4Private	182,609	9Bachelors	13	2Married-civ-spouse	12Sales	0Husband	4White	1Male	0	0	50	31Poland	0<=50K
45	4Private	109,434	9Bachelors	13	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	55	39United-States	0<=50K
25	4Private	255,004	010th	6	4Never-married	3Craft-repair	1Not-in-family	4White	1Male	0	0	40	39United-States	0<=50K
31	4Private	197,860	15Some-college	10	2Married-civ-spouse	6Handlers-cleaners	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
64	0?	187,656	31st-4th	2	0Divorced	0?	1Not-in-family	4White	1Male	0	0	40	39United-States	0<=50K
90	4Private	51,744	11HS-grad	9	4Never-married	8Other-service	1Not-in-family	2Black	1Male	0	2,206	40	39United-States	0<=50K
54	4Private	176,681	11HS-grad	9	2Married-civ-spouse	1Adm-clerical	0Husband	2Black	1Male	0	0	20	39United-States	0<=50K
53	2Local-gov	140,359	13Preschool	1	4Never-married	7Machine-op-inspct	1Not-in-family	4White	0Female	0	0	35	39United-States	0<=50K
18	4Private	243,313	11HS-grad	9	4Never-married	12Sales	3Own-child	4White	0Female	0	0	40	39United-States	0<=50K
60	0?	24,215	010th	6	0Divorced	0?	1Not-in-family	0Amer-Indian-Eskimo	0Female	0	0	10	39United-States	0<=50K
66	6Self-emp-not-inc	167,687	11HS-grad	9	2Married-civ-spouse	5Farming-fishing	0Husband	4White	1Male	1,409	0	50	39United-States	0<=50K
75	4Private	314,209	8Assoc-voc	11	6Widowed	1Adm-clerical	1Not-in-family	4White	0Female	0	0	20	4Columbia	0<=50K
65	4Private	176,796	11HS-grad	9	0Divorced	1Adm-clerical	1Not-in-family	4White	0Female	0	0	40	39United-States	0<=50K
35	4Private	538,583	111th	7	5Separated	14Transport-moving	1Not-in-family	2Black	1Male	3,674	0	40	39United-States	0<=50K
41	4Private	130,408	11HS-grad	9	0Divorced	12Sales	4Unmarried	2Black	0Female	0	0	38	39United-States	0<=50K
25	4Private	159,732	15Some-college	10	4Never-married	1Adm-clerical	1Not-in-family	4White	1Male	0	0	42	39United-States	0<=50K
33	4Private	110,978	15Some-college	10	0Divorced	3Craft-repair	2Other-relative	3Other	0Female	0	0	40	39United-States	0<=50K
28	4Private	76,714	14Prof-school	15	4Never-married	10Prof-specialty	1Not-in-family	4White	1Male	0	0	55	39United-States	1>50K
59	7State-gov	268,700	11HS-grad	9	2Married-civ-spouse	8Other-service	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
40	7State-gov	170,525	15Some-college	10	4Never-married	1Adm-clerical	1Not-in-family	4White	0Female	0	0	38	39United-States	0<=50K
41	4Private	180,138	9Bachelors	13	2Married-civ-spouse	4Exec-managerial	0Husband	4White	1Male	0	0	50	20Iran	1>50K
38	2Local-gov	115,076	12Masters	14	2Married-civ-spouse	4Exec-managerial	0Husband	4White	1Male	0	0	70	39United-States	1>50K
23	4Private	115,458	11HS-grad	9	4Never-married	14Transport-moving	3Own-child	4White	1Male	0	0	40	39United-States	0<=50K
40	4Private	347,890	9Bachelors	13	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	40	39United-States	1>50K
41	6Self-emp-not-inc	196,001	11HS-grad	9	2Married-civ-spouse	8Other-service	5Wife	4White	0Female	0	0	20	39United-States	0<=50K
24	7State-gov	273,905	7Assoc-acdm	12	2Married-civ-spouse	11Protective-serv	0Husband	4White	1Male	0	0	50	39United-States	0<=50K
20	0?	119,156	15Some-college	10	4Never-married	0?	3Own-child	4White	1Male	0	0	20	39United-States	0<=50K
38	4Private	179,488	15Some-college	10	0Divorced	3Craft-repair	1Not-in-family	4White	1Male	0	1,741	40	39United-States	0<=50K
56	4Private	203,580	11HS-grad	9	2Married-civ-spouse	1Adm-clerical	0Husband	4White	1Male	0	0	35	0?	0<=50K
58	4Private	236,596	11HS-grad	9	2Married-civ-spouse	1Adm-clerical	0Husband	4White	1Male	0	0	45	39United-States	1>50K
32	4Private	183,916	11HS-grad	9	4Never-married	8Other-service	1Not-in-family	4White	0Female	0	0	34	39United-States	0<=50K
40	4Private	207,578	7Assoc-acdm	12	2Married-civ-spouse	13Tech-support	0Husband	4White	1Male	0	1,977	60	39United-States	1>50K
45	4Private	153,141	11HS-grad	9	2Married-civ-spouse	1Adm-clerical	0Husband	4White	1Male	0	0	40	0?	0<=50K
41	4Private	112,763	14Prof-school	15	2Married-civ-spouse	10Prof-specialty	5Wife	4White	0Female	0	0	40	39United-States	1>50K
42	4Private	390,781	9Bachelors	13	2Married-civ-spouse	1Adm-clerical	5Wife	2Black	0Female	0	0	40	39United-States	0<=50K
59	2Local-gov	171,328	010th	6	6Widowed	8Other-service	4Unmarried	2Black	0Female	0	0	30	39United-States	0<=50K
19	2Local-gov	27,382	15Some-college	10	4Never-married	1Adm-clerical	3Own-child	4White	1Male	0	0	40	39United-States	0<=50K
58	4Private	259,014	15Some-college	10	4Never-married	14Transport-moving	1Not-in-family	4White	1Male	0	0	20	39United-States	0<=50K
42	6Self-emp-not-inc	303,044	11HS-grad	9	2Married-civ-spouse	5Farming-fishing	0Husband	1Asian-Pac-Islander	1Male	0	0	40	1Cambodia	1>50K
20	4Private	117,789	11HS-grad	9	4Never-married	8Other-service	3Own-child	4White	0Female	0	0	40	39United-States	0<=50K
32	4Private	172,579	11HS-grad	9	5Separated	8Other-service	1Not-in-family	4White	0Female	0	0	30	39United-States	0<=50K
45	4Private	187,666	8Assoc-voc	11	6Widowed	4Exec-managerial	1Not-in-family	4White	0Female	0	0	45	39United-States	0<=50K
50	4Private	204,518	57th-8th	4	0Divorced	3Craft-repair	1Not-in-family	4White	1Male	0	0	40	39United-States	0<=50K
36	4Private	150,042	9Bachelors	13	0Divorced	10Prof-specialty	3Own-child	4White	0Female	0	0	40	39United-States	0<=50K
45	4Private	98,092	11HS-grad	9	2Married-civ-spouse	12Sales	0Husband	4White	1Male	0	0	60	39United-States	0<=50K
17	4Private	245,918	111th	7	4Never-married	8Other-service	3Own-child	4White	1Male	0	0	12	39United-States	0<=50K
59	4Private	146,013	15Some-college	10	2Married-civ-spouse	12Sales	0Husband	4White	1Male	4,064	0	40	39United-States	0<=50K
26	4Private	378,322	111th	7	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	0	0	40	39United-States	0<=50K
37	5Self-emp-inc	257,295	15Some-college	10	2Married-civ-spouse	4Exec-managerial	0Husband	1Asian-Pac-Islander	1Male	0	0	75	37Thailand	1>50K
19	0?	218,956	15Some-college	10	4Never-married	0?	3Own-child	4White	1Male	0	0	24	2Canada	0<=50K
64	4Private	21,174	11HS-grad	9	2Married-civ-spouse	4Exec-managerial	0Husband	4White	1Male	0	0	40	39United-States	1>50K
33	4Private	185,480	9Bachelors	13	4Never-married	10Prof-specialty	1Not-in-family	4White	0Female	0	0	45	39United-States	0<=50K
33	4Private	222,205	11HS-grad	9	2Married-civ-spouse	3Craft-repair	5Wife	4White	0Female	0	0	40	39United-States	1>50K
61	4Private	69,867	11HS-grad	9	2Married-civ-spouse	4Exec-managerial	0Husband	4White	1Male	0	0	40	39United-States	1>50K
17	4Private	191,260	69th	5	4Never-married	8Other-service	3Own-child	4White	1Male	1,055	0	24	39United-States	0<=50K
50	6Self-emp-not-inc	30,653	12Masters	14	2Married-civ-spouse	5Farming-fishing	0Husband	4White	1Male	2,407	0	98	39United-States	0<=50K
27	2Local-gov	209,109	12Masters	14	4Never-married	10Prof-specialty	3Own-child	4White	1Male	0	0	35	39United-States	0<=50K
30	4Private	70,377	11HS-grad	9	0Divorced	10Prof-specialty	3Own-child	4White	0Female	0	0	40	39United-States	0<=50K
43	4Private	477,983	11HS-grad	9	2Married-civ-spouse	6Handlers-cleaners	0Husband	2Black	1Male	0	0	40	39United-States	0<=50K
44	4Private	170,924	15Some-college	10	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	7,298	0	40	39United-States	1>50K
35	4Private	190,174	15Some-college	10	4Never-married	4Exec-managerial	1Not-in-family	4White	0Female	0	0	40	39United-States	0<=50K
25	4Private	193,787	15Some-college	10	4Never-married	13Tech-support	3Own-child	4White	0Female	0	0	40	39United-States	0<=50K
24	4Private	279,472	15Some-college	10	2Married-civ-spouse	7Machine-op-inspct	5Wife	4White	0Female	7,298	0	48	39United-States	1>50K
22	4Private	34,918	9Bachelors	13	4Never-married	10Prof-specialty	1Not-in-family	4White	0Female	0	0	15	11Germany	0<=50K
42	2Local-gov	97,688	15Some-college	10	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	5,178	0	40	39United-States	1>50K
34	4Private	175,413	7Assoc-acdm	12	0Divorced	12Sales	4Unmarried	2Black	0Female	0	0	45	39United-States	0<=50K
60	4Private	173,960	9Bachelors	13	0Divorced	10Prof-specialty	1Not-in-family	4White	0Female	0	0	42	39United-States	0<=50K
21	4Private	205,759	11HS-grad	9	4Never-married	6Handlers-cleaners	3Own-child	4White	1Male	0	0	40	39United-States	0<=50K
57	1Federal-gov	425,161	12Masters	14	2Married-civ-spouse	12Sales	0Husband	4White	1Male	15,024	0	40	39United-States	1>50K
41	4Private	220,531	14Prof-school	15	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	60	39United-States	1>50K
50	4Private	176,609	15Some-college	10	0Divorced	8Other-service	1Not-in-family	4White	1Male	0	0	45	39United-States	0<=50K
25	4Private	371,987	9Bachelors	13	4Never-married	4Exec-managerial	1Not-in-family	4White	0Female	0	0	40	39United-States	0<=50K
50	4Private	193,884	57th-8th	4	2Married-civ-spouse	3Craft-repair	0Husband	4White	1Male	0	0	40	7Ecuador	0<=50K
36	4Private	200,352	9Bachelors	13	2Married-civ-spouse	10Prof-specialty	0Husband	4White	1Male	0	0	45	39United-States	0<=50K
31	4Private	127,595	11HS-grad	9	0Divorced	10Prof-specialty	1Not-in-family	4White	0Female	0	0	40	39United-States	0<=50K
29	2Local-gov	220,419	9Bachelors	13	4Never-married	11Protective-serv	1Not-in-family	4White	1Male	0	0	56	39United-States	0<=50K
21	4Private	231,931	15Some-college	10	4Never-married	12Sales	3Own-child	4White	1Male	0	0	45	39United-States	0<=50K
27	4Private	248,402	9Bachelors	13	4Never-married	13Tech-support	4Unmarried	2Black	0Female	0	0	40	39United-States	0<=50K
65	4Private	111,095	11HS-grad	9	2Married-civ-spouse	14Transport-moving	0Husband	4White	1Male	0	0	16	39United-States	0<=50K
37	5Self-emp-inc	57,424	9Bachelors	13	0Divorced	12Sales	1Not-in-family	4White	0Female	0	0	60	39United-States	0<=50K
39	0?	157,443	12Masters	14	2Married-civ-spouse	0?	5Wife	1Asian-Pac-Islander	0Female	3,464	0	40	0?	0<=50K
24	4Private	278,130	11HS-grad	9	4Never-married	3Craft-repair	3Own-child	4White	1Male	0	0	40	39United-States	0<=50K
38	4Private	169,469	11HS-grad	9	0Divorced	12Sales	1Not-in-family	4White	1Male	0	0	80	39United-States	0<=50K

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